linkedin post 2020-05-10 05:09:56

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SO ENDS this two weekend view of why there are sexes in creatures. No subject in biology is probably so full of diverse and exceptional mechanisms as reproduction. Nature held back no inventiveness in this regard, highlighting its central role or purpose in living things. Further, it is interesting to note that the hypotheses of these biologists may be tested in examples provided by nature’s own experiments. View in LinkedIn
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linkedin post 2020-05-12 03:29:25

linkedin post 2020-05-12 03:29:25

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HYPOTHESIS GENERATION BY ROBOT. "Adam runs yeast genetics experiments and made international headlines two years ago by making a novel scientific discovery without direct human input. This allowed the computer to generate hypotheses, then design and conduct actual experiments to test them.” http://news.vanderbilt.edu/2011/10/robot-biologist/ View in LinkedIn
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linkedin post 2020-05-11 05:32:25

linkedin post 2020-05-11 05:32:25

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EUREQA. “Biology is the area where the gap between theory and data is growing the most rapidly...So it is the area in greatest need of automation. The biological system that the researchers used to test ABE is glycolysis, the primary process that produces energy in a living cell.” http://news.vanderbilt.edu/2011/10/robot-biologist/ View in LinkedIn
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linkedin post 2020-05-11 05:30:58

linkedin post 2020-05-11 05:30:58

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STUNNING EXAMPLE. “One of Eureqa’s initial achievements was identifying the basic laws of motion by analyzing the motion of a double pendulum. What took Sir Isaac Newton years to discover, Eureqa did in a few hours when running on a personal computer.” Read this several times over, please. This is massive. http://news.vanderbilt.edu/2011/10/robot-biologist/ View in LinkedIn
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linkedin post 2020-05-11 05:29:39

linkedin post 2020-05-11 05:29:39

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AUTOMATING SCIENCE. “A major step toward this goal by demonstrating that a computer can analyze raw experimental data from a biological system and derive the basic mathematical equations that describe the way the system operates.” http://news.vanderbilt.edu/2011/10/robot-biologist/ View in LinkedIn
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linkedin post 2020-05-12 03:39:32

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EUREQA. “The program has, on its own, discovered the Law of Conservation of Energy. In the years since initial tests, the program has been used to discover equations for scientific processes, some of which scientists still do not understand, since the program yields answers, but not the steps to get there.” Please reread and digest thoroughly. https://en.m.wikipedia.org/wiki/Eureqa View in LinkedIn
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linkedin post 2020-05-12 03:35:27

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OPEN SOURCE. "Eureqa is a Machine Intelligence™ application that automates much of the heavy lifting inherent in analytics and data science. Leveraging automated evolutionary algorithms, Eureqa churns through your data to create accurate predictive models in minutes rather than months." (Hod Lipson). https://lnkd.in/dxaxRNu View in LinkedIn
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linkedin post 2020-05-12 03:33:24

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HOD LIPSON's EUREQA. "Lipson's work focuses on evolutionary robotics, design automation, rapid prototyping, artificial life, and creating machines that can demonstrate some aspects of human creativity. His publications have been cited close to 10,000 times, and he has an h-index of 50, as of November 8, 2015." https://en.m.wikipedia.org/wiki/Hod_Lipson View in LinkedIn
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